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用于初步药物吸收评估的胃肠道系统数学建模

Mathematical Modeling of the Gastrointestinal System for Preliminary Drug Absorption Assessment.

作者信息

D'Ambrosio Antonio, Itaj Fatjon, Cacace Filippo, Piemonte Vincenzo

机构信息

Unit of Chemical-Physics Fundamentals in Chemical Engineering, Department of Science and Technology for Sustainable Development and One Health, University Campus Bio-Medico of Rome, Via Alvaro del Portillo 21, 00128 Rome, Italy.

Research Unit of Computer Systems and Bioinformatics, Department of Engineering, University Campus Bio-Medico of Rome, Via Alvaro del Portillo 21, 00128 Rome, Italy.

出版信息

Bioengineering (Basel). 2024 Aug 9;11(8):813. doi: 10.3390/bioengineering11080813.

Abstract

The objective of this study is to demonstrate the potential of a multicompartmental mathematical model to simulate the activity of the gastrointestinal system after the intake of drugs, with a limited number of parameters. The gastrointestinal system is divided into five compartments, modeled as both continuous systems with discrete events (stomach and duodenum) and systems with delay (jejunum, ileum, and colon). The dissolution of the drug tablet occurs in the stomach and is described through the Noyes-Whitney equation, with pH dependence expressed through the Henderson-Hasselbach relationship. The boluses resulting from duodenal activity enter the jejunum, ileum, and colon compartments, where drug absorption takes place as blood flows countercurrent. The model includes only three parameters with assigned physiological meanings. It was tested and validated using data from in vivo experiments. Specifically, the model was tested with the concentration profiles of nine different drugs and validated using data from two drugs with varying initial concentrations. Overall, the outputs of the model are in good agreement with experimental data, particularly with regard to the time of peak concentration. The primary sources of discrepancy were identified in the concentration decay. The model's main strength is its relatively low computational cost, making it a potentially excellent tool for in silico assessment and prediction of drug adsorption in the intestine.

摘要

本研究的目的是证明一个多房室数学模型在使用有限数量参数的情况下模拟摄入药物后胃肠系统活动的潜力。胃肠系统被分为五个房室,其中胃和十二指肠被建模为具有离散事件的连续系统,空肠、回肠和结肠被建模为具有延迟的系统。药物片剂的溶解发生在胃中,并通过诺伊斯 - 惠特尼方程进行描述,其中pH依赖性通过亨德森 - 哈塞尔巴赫关系式表示。十二指肠活动产生的药团进入空肠、回肠和结肠房室,在那里药物随着血液逆流而发生吸收。该模型仅包含三个具有指定生理学意义的参数。它使用来自体内实验的数据进行了测试和验证。具体而言,该模型用九种不同药物的浓度曲线进行了测试,并使用来自两种初始浓度不同的药物的数据进行了验证。总体而言,模型的输出与实验数据高度吻合,尤其是在峰值浓度出现的时间方面。差异的主要来源在浓度衰减方面被识别出来。该模型的主要优势在于其相对较低的计算成本,使其成为用于肠道药物吸附的计算机模拟评估和预测的潜在优秀工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba06/11352181/ee035ad037c3/bioengineering-11-00813-g001.jpg

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